DocumentCode
3071697
Title
A new algorithm for building feature extraction from single amplitude SAR images
Author
Di Martino, Gerardo ; Iodice, Antonio ; Riccio, Daniele ; Ruello, Giuseppe
Author_Institution
Univ. di Napoli Federico II, Naples, Italy
fYear
2013
fDate
21-26 July 2013
Firstpage
4261
Lastpage
4264
Abstract
In this paper we present first results regarding the analysis of individual business district buildings on very high resolution SAR images. In particular, we focus on the filtering of the periodic patterns appearing in the layover area of the buildings, which are related to façade structure (e.g. floors, windows, balconies). The proposed processing chain is based on spectral analysis of the layover amplitude image, and exploits an adaptive filtering strategy to filter out the periodic components, in order to enhance the non-periodic component related to the presence of different objects on the portion of ground in front of the building, interested by the layover phenomenon. The algorithm is applied on a spotlight high resolution image of the business center of Naples, Italy.
Keywords
adaptive filters; feature extraction; geophysical image processing; image resolution; remote sensing by radar; spectral analysis; synthetic aperture radar; Italy; Naples; adaptive filtering strategy; building feature extraction; layover amplitude image; periodic pattern filtering; single amplitude SAR images; spectral analysis; urban areas; very high resolution SAR images; Abstracts; Data mining; Electromagnetic modeling; Feature extraction; Legged locomotion; Shape; SAR; spectral estimation; urban areas;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location
Melbourne, VIC
ISSN
2153-6996
Print_ISBN
978-1-4799-1114-1
Type
conf
DOI
10.1109/IGARSS.2013.6723775
Filename
6723775
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